01_intro_python

CS - Unit 1, Sprint 1 - Intro to Python and OOP

02_algorithms

CS - Unit 1, Sprint 2 - Algorithms

03_data_structures

CS - Unit 1, Sprint 3 - Data Structures

05_hash_tables_and_blockchain

CS - Unit 2, Sprint 1 - Hash Tables and Blockchain

06_graphs

CS - Unit 2, Sprint 2 - Graphs

07_computer_architecture

CS - Unit 2, Sprint 3 - Computer Architecture

30-seconds-of-python

A curated collection of useful Python snippets that you can understand in 30 seconds or less.

assetstash

A place to hold and access assets.

aubo

Personal experience management + real-time autobiography.

book_club

A virtual library for Book Club members.

challenges

A place to organize my challenges.

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

cracking-the-machine-learning-interview

A collection of notes, practice problems, resources, and more for DS/ML interview prep.

data-may-differ

The Data May Differ; So May Opinions

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deft

A set of simple (for now) tools to increase data deftness.

deftools

A set of simple (for now) tools to increase data deftness.

deftwit

A simple Flask app for analyzing and predicting Tweets.

detectron2-pipeline

Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.

django-health-check

a pluggable app that runs a full check on the deployment, using a number of plugins to check e.g. database, queue server, celery processes, etc.

ds-unit-1-sprint-1-dealing-with-data

Notebooks, assignments, and sprint challenge for Data Science Unit 1 Sprint 1

ds-unit-1-sprint-2-data-wrangling-and-storytelling

ds-unit-1-sprint-3-statistical-tests-and-experiments

Notebooks, assignments, and sprint challenge for Data Science Unit 1 Sprint 3

ds-unit-1-sprint-4-linear-algebra

ds-unit-2-applied-modeling

ds-unit-2-kaggle-challenge

ds-unit-2-regression-classification

ds-unit-3-sprint-1-software-engineering

Software Engineering and Reproducible Research for Data Science

ds-unit-3-sprint-2-sql-and-databases

SQL and Databases for Data Science